NetWizxrd

AI-native Network Detection, Security Observability & Threat Intelligence

See the network. Understand the threat.

Reveal where AI exists, connect request and response activity to security context, and show when activity moves outside approved boundaries.

See NetWizxrd in action Explore the Platform

StatusAI request and response visibility live-validated. Enterprise integrations in development.

AI activity is everywhere.
Security visibility isn't.

AI activity is distributed across endpoints, network services, SaaS platforms, APIs and infrastructure — in employee workflows, developer environments and business applications alike.

The evidence already exists across network, endpoint, identity, cloud, and security platforms — but each tool exposes a fragment of it.

Security teams are often left reconstructing the story from disconnected tools and isolated alerts.

NetWizxrd connects that evidence into one picture.

The AI-security intelligence layer across the enterprise

Security tools see fragments.
NetWizxrd connects the story.

NetworkDestinations, connections, requests
EndpointProcesses, runtimes and local activity
IdentityUsers, devices and ownership
CloudWorkloads and services
AI SystemsModels, applications and agents

netwizxrd

AI DiscoveryFind where AI is appearing across the enterprise.
Policy ContextUnderstand whether activity aligns with approved use.
Identity AttributionUnderstand who or what is associated with activity — and how strong that association is.
Cross-Source CorrelationConnect related evidence into evidence-backed findings and cases.
Threat ContextDistinguish what requires investigation from what the evidence can actually prove.

Security tools each see part of the picture. NetWizxrd connects heterogeneous evidence into one AI-focused security context — preserving provenance and uncertainty — on top of the controls organizations already have.

From AI presence to AI activity.

AI PresenceDetect AI services, local AI runtimes and related infrastructure across endpoint and network telemetry.
ConnectionsUnderstand DNS, TCP and TLS activity associated with AI services.
Requests & UsageObserve AI-service request and response activity, and identify inference-class activity when the evidence supports it.
Identity & ContextAssociate activity with devices, processes and identities as evidence becomes available.
Findings & CasesTurn related observations into evidence-backed security stories with policy context: approved, unapproved or unknown.

AI security requires context.

NetWizxrd distinguishes observation from inference.

Each signal is one piece of evidence. NetWizxrd correlates evidence across network, endpoint, identity and cloud systems to explain what the combined evidence means — and states plainly what it does not prove — helping security teams distinguish a policy violation from a threat, and correlation from causation.

A DNS queryAI usage
A connectiona request
A requestinference
AI activitya threat

Evidence-backedEvery finding stays tied to the observations behind it, with provenance preserved.
Privacy-consciousPrivacy-safe identities by design. Prompts, responses and credentials are never collected.
Context-awareActivity is understood across systems rather than in isolation.
Honest about uncertaintyWhen the evidence cannot prove something, NetWizxrd does not pretend that it can.

The foundation is built.
Visibility is live.

Core detection, attribution, correlation, and explainability are complete and live-validated. Customer deployment, enterprise integrations, and pilot hardening are now in development. Engaging early design partners.

Built by a principal network engineer with decades of experience in enterprise networking and security.

Core Foundation: Complete
AI Activity Visibility: Live-validated
Enterprise Integration: In Development
Design Partners: Accepting Inquiries

A continuously updated intelligence map of AI activity, exposure and risk across the enterprise.

01Know where AI exists.
02Know what it is doing.
03Know what it can reach.
04Know what data it is touching.
05Protect the enterprise when AI moves outside approved boundaries.

Help shape the intelligence layer for enterprise AI security.

NetWizxrd is engaging early enterprise design partners. See the platform on live activity, then help shape its enterprise integration.

Request a demo Talk to NetWizxrd

AI activity is everywhere.Security visibility isn't.

Security tools see fragments.NetWizxrd connects the story.